个人简历

谢宛青，女，1982年1月生。
于2012年毕业于哈尔滨工业大学，获工学博士学位。攻读博士学位期间，赴韩国汉阳大学生物医学研究中心进行为期一年的基于功能性脑核磁时间序列信号分析算法研究及软件开发工作。获得博士学位同年到中国科学技术大学任教。
2016年至2019年，在美国哈佛大学医学院做研究员，重点开展医疗大数据与人工智能的医工结合项目研究。
已主持国家自然科学基金青年基金项目1项，安徽省自然科学基金1项，智能健康体检等国际合作研究项目5项，发表高水平SCI论文30余篇。
此外，负责学生海外科研夏令营课程工作，面试、选拔学生（学生来自中国、英国、美国、加拿大），设计课程及项目，并讲授部分课程（大数据与人工智能部分）。
教育经历
2001-2005 学士 哈尔滨工程大学 电子科学与技术
2005-2012 博士 哈尔滨工业大学 物理电子学
2009-2010 交换生 韩国汉阳大学 计算机与脑科学研究中心
工作经历
2012-2016 工程师 中国科学技术大学 信息科学技术学院
2016-2019 研究员 哈佛大学 医学院
2019-今 副教授 哈尔滨工程大学 数学科学学院
承担项目
1． 基于智能算法的高血压患者睡眠节律变化研究
2． 基于便携式心跳采集设备数据的睡眠呼吸暂停筛查算法研究
3． 高血压患者高风险心脑血管疾病预测建模
4． 基于深度学习的儿童先天性心脏病辅助诊断系统
5． MIT-BI心电判读算法升级
6． 智能化健康体检报告及疾病风险评估系统
7． 缺血性脑中风二次复发预测
8． X-Research亚健康及压力判读系统
9． 基于fMRI的精神分裂症患者脑侧化研究
10．基于fMRI膝关节韧带损伤智能辅助诊断系统
11．衰老对认知障碍影响分析
12．学生科研夏令营课程总负责
本科生授课课程
概率论与数理统计
研究生授课课程
深度学习及应用

研究领域

人工智能，统计，大数据，智能医疗，非线性分析，脑科学""

近期论文

2020
Unimodal Regularized Neuron Stick-breaking for Ordinal Classification
X Liu, F Fan, L Kong, Z Diao, W Xie, J Lu, J You
Neurocomputing
2019
Feature-Level Frankenstein: Eliminating Variations for Discriminative Recognition
X Liu, S Li, L Kong, W Xie, P Jia, J You, BVK Kumar
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
2018
Functional brain lateralization in schizophrenia based on the variability of resting-state fMRI signal
W Xie, CK Peng, CC Huang, CP Lin, SJ Tsai, AC Yang
Progress in Neuro-Psychopharmacology and Biological Psychiatry

An average queue‐length‐difference–based congestion detection algorithm in TCP/AQM network
J Zhu, T Luo, L Yang, W Xie, GE Dullerud
International Journal of Adaptive Control and Signal Processing 32 (5), 742-752
2017
Modeling of diversified wavefront distortions via wavelet methods
W Xie
Control Conference (CCC), 2017 36th Chinese, 10344-10348

A smooth adaptive RED gateway for congestion control with TCP-friendly multimedia applications
L Wang, J Zhu, L Yang, W Xie
Control Conference (CCC), 2017 36th Chinese, 2697-2702

Jump linear quadratic Gaussian problem for a class of nonhomogeneous Markov jump linear systems
J Zhu, G Zhang, W Xie
Optimal Control Applications and Methods 38 (4), 668-680
2016
State and mode feedback control for discrete-time Markovian jump linear systems with controllable MTPM
J Zhu, Q Ding, M Spiryagin, W Xie
IEEE/CAA Journal of Automatica Sinica

Decision–control mechanism for Markovian jump linear systems with Gaussian noise
J Zhu, Y Wang, W Xie, GE Dullerud
Optimal Control Applications and Methods 37 (2), 381-393
2015
Optimal control strategy for discrete-time MJLS with controllable Markov chain and Gaussian white noise
W Yewen, J Zhu, W Xie
Control Conference (CCC), 2015 34th Chinese, 2188-2193

An optimal vertical handoff decision algorithm for multiple services with different priorities in heterogeneous wireless networks
J Zhu, L Xu, L Yang, W Xie
Wireless Personal Communications 83 (1), 527-549

Time series analysis for congestion detection in TCP/AQM networks
L Yang, J Zhu, W Xie, GE Dullerud
IEEE Communications Letters 19 (3), 331-334

Packet error rate analysis of digital pulse interval modulation in intersatellite optical communication systems with diversified wavefront deformation
J Zhu, D Wang, W Xie
Applied optics 54 (6), 1471-1477
2014
Joint decision and control strategy for a class of nonhomogeneous Markovian jump systems with input constraints
Z Wang, J Zhu, W Xie, J Park
International Journal of Control, Automation and Systems 12 (5), 986-995

Wave-front aberration modeling based on wavelet methods
T Liu, W Xie, L Yang, J Zhu, Q Ling
Control Conference (CCC), 2014 33rd Chinese, 7388-7392

Optimal control of mode transition rates/probabilities for Markovian jump systems
Z Wang, Y Wang, J Zhu, W Xie
Control Conference (CCC), 2014 33rd Chinese, 3933-3938

Stable tuning for random early detection algorithm
L Yang, J Zhu, W Xie, X Tan
Control Conference (CCC), 2014 33rd Chinese, 5470-5475
2012
Received power analysis due to antenna deformation based on wavelet in inter-satellite laser communication links
W Xie, L Tan, J Ma, Y Yang, Q Ran
Optik-International Journal for Light and Electron Optics 123 (8), 670-674

Mutual alignment errors analysis based on wavelet due to antenna deformations in inter-satellite laser communications
W Xie, L Tan, J Ma
Optics & Laser Technology 44 (1), 198-203

Robust adaptive switching control for Markovian jump nonlinear systems via backstepping technique
J Zhu, H Xi, Q Ling, W Xie
Journal of Applied Mathematics 2012
2011
Received signal strength reduction analysis based on the wavelet model in intersatellite laser communications
W Xie, L Tan, J Ma
Journal of Lightwave Technology 29 (15), 2327-2332

Received power attenuation analysis based on wavelet for reflection-style optical antenna deformations in free-space laser communications
W Xie, L Tan, J Ma, Y Liu
International Journal of Antennas and Propagation 2011
2010
Wave-front distortion and its effect on inter-satellite laser communication systems
L Tan, W Xie, J Ma, Q Ran, Y Zhou, S Yu, Q Han, J Zhu
Laser Physics and Laser Technologies (RCSLPLT) and 2010 Academic Symposium …
2009
Angle-of-arrival fluctuations for wave propagation through non-Kolmogorov turbulence
W Du, S Yu, L Tan, J Ma, Y Jiang, W Xie
Optics Communications 282 (5), 705-708
2008
Celestial background noise analysis for laser intersatellite links
Q Yang, L Tan, Q Han, J Ma, W Xie
Applied optics 47 (32), 6103-6111